Overview
Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 217 |
| Missing cells | 654 |
| Missing cells (%) | 12.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 64.3 KiB |
| Average record size in memory | 303.4 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 4 |
| Unsupported | 2 |
art_status has constant value "Positive" | Constant |
albumin_g_dL has constant value "41.0" | Constant |
Sex is highly overall correlated with creatinine_umol_L and 1 other fields | High correlation |
alt_U_L is highly overall correlated with ast_U_L | High correlation |
ast_U_L is highly overall correlated with alt_U_L | High correlation |
cd4_count_cells_uL is highly overall correlated with lymphocyte_count_10e9_L and 1 other fields | High correlation |
creatinine_clearance_mL_min is highly overall correlated with creatinine_umol_L | High correlation |
creatinine_umol_L is highly overall correlated with Sex and 1 other fields | High correlation |
hemoglobin_g_dL is highly overall correlated with Sex | High correlation |
ldl_cholesterol_mmol_L_consolidated is highly overall correlated with total_cholesterol_mmol_L | High correlation |
lymphocyte_count_10e9_L is highly overall correlated with cd4_count_cells_uL and 1 other fields | High correlation |
monocyte_count_10e9_L is highly overall correlated with wbc_count_10e9_L | High correlation |
neutrophil_count_10e9_L is highly overall correlated with wbc_count_10e9_L | High correlation |
total_cholesterol_mmol_L is highly overall correlated with ldl_cholesterol_mmol_L_consolidated | High correlation |
wbc_count_10e9_L is highly overall correlated with cd4_count_cells_uL and 3 other fields | High correlation |
hiv_vl_copies_mL is highly imbalanced (61.9%) | Imbalance |
BMI (kg/m²) has 217 (100.0%) missing values | Missing |
study_week has 217 (100.0%) missing values | Missing |
cd4_count_cells_uL has 4 (1.8%) missing values | Missing |
albumin_g_dL has 216 (99.5%) missing values | Missing |
BMI (kg/m²) is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
study_week is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
eosinophil_count_10e9_L has 5 (2.3%) zeros | Zeros |
basophil_count_10e9_L has 13 (6.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-11-25 06:49:08.028168 |
|---|---|
| Analysis finished | 2025-11-25 06:49:20.723598 |
| Duration | 12.7 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
Age (at enrolment)
Real number (ℝ)
| Distinct | 39 |
|---|---|
| Distinct (%) | 18.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.663594 |
| Minimum | 20 |
|---|---|
| Maximum | 67 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 36 |
| median | 40 |
| Q3 | 47 |
| 95-th percentile | 56.2 |
| Maximum | 67 |
| Range | 47 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.0984802 |
|---|---|
| Coefficient of variation (CV) | 0.19437786 |
| Kurtosis | -0.0090547417 |
| Mean | 41.663594 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.40369989 |
| Sum | 9041 |
| Variance | 65.585381 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 16 | 7.4% |
| 39 | 15 | 6.9% |
| 46 | 13 | 6.0% |
| 34 | 13 | 6.0% |
| 37 | 13 | 6.0% |
| 35 | 11 | 5.1% |
| 42 | 11 | 5.1% |
| 38 | 10 | 4.6% |
| 44 | 9 | 4.1% |
| 49 | 7 | 3.2% |
| Other values (29) | 99 |
| Value | Count | Frequency (%) |
| 20 | 1 | 0.5% |
| 25 | 1 | 0.5% |
| 26 | 2 | 0.9% |
| 27 | 1 | 0.5% |
| 28 | 2 | 0.9% |
| 29 | 1 | 0.5% |
| 30 | 7 | |
| 31 | 6 | |
| 32 | 1 | 0.5% |
| 33 | 5 |
| Value | Count | Frequency (%) |
| 67 | 1 | 0.5% |
| 63 | 1 | 0.5% |
| 62 | 1 | 0.5% |
| 61 | 1 | 0.5% |
| 58 | 2 | 0.9% |
| 57 | 5 | |
| 56 | 1 | 0.5% |
| 55 | 4 | |
| 54 | 7 | |
| 53 | 4 |
Sex
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.2 KiB |
| Female | |
|---|---|
| Male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.4101382 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Female |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Female | 153 | |
| Male | 64 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 153 | |
| male | 64 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 370 | |
| a | 217 | |
| l | 217 | |
| F | 153 | |
| m | 153 | |
| M | 64 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 957 | |
| Uppercase Letter | 217 | 18.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 370 | |
| a | 217 | |
| l | 217 | |
| m | 153 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 153 | |
| M | 64 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1174 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 370 | |
| a | 217 | |
| l | 217 | |
| F | 153 | |
| m | 153 | |
| M | 64 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1174 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 370 | |
| a | 217 | |
| l | 217 | |
| F | 153 | |
| m | 153 | |
| M | 64 | 5.5% |
BMI (kg/m²)
Unsupported
Missing Rejected Unsupported
| Missing | 217 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 3.4 KiB |
study_week
Unsupported
Missing Rejected Unsupported
| Missing | 217 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 3.4 KiB |
cd4_count_cells_uL
Real number (ℝ)
High correlation Missing
| Distinct | 194 |
|---|---|
| Distinct (%) | 91.1% |
| Missing | 4 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 669.23944 |
| Minimum | 90 |
|---|---|
| Maximum | 1596 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 90 |
|---|---|
| 5-th percentile | 210.4 |
| Q1 | 496 |
| median | 637 |
| Q3 | 885 |
| 95-th percentile | 1136.8 |
| Maximum | 1596 |
| Range | 1506 |
| Interquartile range (IQR) | 389 |
Descriptive statistics
| Standard deviation | 278.34576 |
|---|---|
| Coefficient of variation (CV) | 0.41591357 |
| Kurtosis | 0.1796013 |
| Mean | 669.23944 |
| Median Absolute Deviation (MAD) | 184 |
| Skewness | 0.39364919 |
| Sum | 142548 |
| Variance | 77476.362 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 894 | 3 | 1.4% |
| 596 | 3 | 1.4% |
| 947 | 3 | 1.4% |
| 620 | 2 | 0.9% |
| 404 | 2 | 0.9% |
| 567 | 2 | 0.9% |
| 847 | 2 | 0.9% |
| 626 | 2 | 0.9% |
| 594 | 2 | 0.9% |
| 651 | 2 | 0.9% |
| Other values (184) | 190 | |
| (Missing) | 4 | 1.8% |
| Value | Count | Frequency (%) |
| 90 | 1 | |
| 121 | 1 | |
| 128 | 1 | |
| 138 | 1 | |
| 154 | 1 | |
| 160 | 1 | |
| 165 | 1 | |
| 177 | 1 | |
| 178 | 1 | |
| 190 | 1 |
| Value | Count | Frequency (%) |
| 1596 | 1 | |
| 1501 | 1 | |
| 1371 | 1 | |
| 1339 | 1 | |
| 1254 | 1 | |
| 1239 | 1 | |
| 1230 | 1 | |
| 1187 | 1 | |
| 1184 | 1 | |
| 1178 | 1 |
hiv_vl_copies_mL
Categorical
Imbalance
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.8 KiB |
| 0.0 | |
|---|---|
| 40.0 | |
| 41.0 | 1 |
| 63.0 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.1889401 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.9% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 40.0 |
| 4th row | 0.0 |
| 5th row | 40.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 176 | |
| 40.0 | 39 | 18.0% |
| 41.0 | 1 | 0.5% |
| 63.0 | 1 | 0.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 176 | |
| 40.0 | 39 | 18.0% |
| 41.0 | 1 | 0.5% |
| 63.0 | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 432 | |
| . | 217 | |
| 4 | 40 | 5.8% |
| 1 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 3 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 475 | |
| Other Punctuation | 217 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 432 | |
| 4 | 40 | 8.4% |
| 1 | 1 | 0.2% |
| 6 | 1 | 0.2% |
| 3 | 1 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 217 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 692 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 432 | |
| . | 217 | |
| 4 | 40 | 5.8% |
| 1 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 3 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 692 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 432 | |
| . | 217 | |
| 4 | 40 | 5.8% |
| 1 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 3 | 1 | 0.1% |
art_status
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.8 KiB |
| Positive |
|---|
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Positive |
|---|---|
| 2nd row | Positive |
| 3rd row | Positive |
| 4th row | Positive |
| 5th row | Positive |
Common Values
| Value | Count | Frequency (%) |
| Positive | 217 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| positive | 217 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 434 | |
| P | 217 | |
| o | 217 | |
| s | 217 | |
| t | 217 | |
| v | 217 | |
| e | 217 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1519 | |
| Uppercase Letter | 217 | 12.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 434 | |
| o | 217 | |
| s | 217 | |
| t | 217 | |
| v | 217 | |
| e | 217 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 217 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1736 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 434 | |
| P | 217 | |
| o | 217 | |
| s | 217 | |
| t | 217 | |
| v | 217 | |
| e | 217 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1736 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 434 | |
| P | 217 | |
| o | 217 | |
| s | 217 | |
| t | 217 | |
| v | 217 | |
| e | 217 |
hemoglobin_g_dL
Real number (ℝ)
High correlation
| Distinct | 68 |
|---|---|
| Distinct (%) | 31.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.53871 |
| Minimum | 7.6 |
|---|---|
| Maximum | 17.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 7.6 |
|---|---|
| 5-th percentile | 10.5 |
| Q1 | 12.5 |
| median | 13.5 |
| Q3 | 14.7 |
| 95-th percentile | 16.3 |
| Maximum | 17.7 |
| Range | 10.1 |
| Interquartile range (IQR) | 2.2 |
Descriptive statistics
| Standard deviation | 1.753429 |
|---|---|
| Coefficient of variation (CV) | 0.12951227 |
| Kurtosis | 0.35834819 |
| Mean | 13.53871 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | -0.28913593 |
| Sum | 2937.9 |
| Variance | 3.0745131 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 10 | 4.6% |
| 14.1 | 9 | 4.1% |
| 12.5 | 7 | 3.2% |
| 12.9 | 7 | 3.2% |
| 13 | 7 | 3.2% |
| 13.3 | 7 | 3.2% |
| 13.8 | 6 | 2.8% |
| 15.5 | 6 | 2.8% |
| 14.6 | 6 | 2.8% |
| 13.2 | 6 | 2.8% |
| Other values (58) | 146 |
| Value | Count | Frequency (%) |
| 7.6 | 1 | 0.5% |
| 8.6 | 1 | 0.5% |
| 9 | 1 | 0.5% |
| 9.3 | 1 | 0.5% |
| 9.7 | 1 | 0.5% |
| 9.9 | 1 | 0.5% |
| 10.1 | 3 | |
| 10.4 | 1 | 0.5% |
| 10.5 | 3 | |
| 10.6 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 17.7 | 1 | 0.5% |
| 17.6 | 1 | 0.5% |
| 17.4 | 1 | 0.5% |
| 17.3 | 1 | 0.5% |
| 16.9 | 3 | |
| 16.5 | 1 | 0.5% |
| 16.4 | 1 | 0.5% |
| 16.3 | 5 | |
| 16 | 1 | 0.5% |
| 15.9 | 3 |
wbc_count_10e9_L
Real number (ℝ)
High correlation
| Distinct | 170 |
|---|---|
| Distinct (%) | 78.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4964055 |
| Minimum | 2.25 |
|---|---|
| Maximum | 15.85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 2.25 |
|---|---|
| 5-th percentile | 3.358 |
| Q1 | 4.36 |
| median | 5.21 |
| Q3 | 6.5 |
| 95-th percentile | 8.102 |
| Maximum | 15.85 |
| Range | 13.6 |
| Interquartile range (IQR) | 2.14 |
Descriptive statistics
| Standard deviation | 1.7174402 |
|---|---|
| Coefficient of variation (CV) | 0.31246607 |
| Kurtosis | 8.8783306 |
| Mean | 5.4964055 |
| Median Absolute Deviation (MAD) | 0.99 |
| Skewness | 1.8992561 |
| Sum | 1192.72 |
| Variance | 2.9496009 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.36 | 3 | 1.4% |
| 4.45 | 3 | 1.4% |
| 5.74 | 3 | 1.4% |
| 5.98 | 3 | 1.4% |
| 4.22 | 3 | 1.4% |
| 5.21 | 2 | 0.9% |
| 4.47 | 2 | 0.9% |
| 4.15 | 2 | 0.9% |
| 4.2 | 2 | 0.9% |
| 7.48 | 2 | 0.9% |
| Other values (160) | 192 |
| Value | Count | Frequency (%) |
| 2.25 | 1 | |
| 2.28 | 1 | |
| 2.4 | 1 | |
| 2.48 | 1 | |
| 2.5 | 1 | |
| 2.97 | 1 | |
| 3.15 | 1 | |
| 3.17 | 1 | |
| 3.21 | 1 | |
| 3.25 | 1 |
| Value | Count | Frequency (%) |
| 15.85 | 1 | |
| 14.98 | 1 | |
| 8.97 | 1 | |
| 8.91 | 1 | |
| 8.64 | 1 | |
| 8.56 | 1 | |
| 8.47 | 2 | |
| 8.3 | 1 | |
| 8.21 | 1 | |
| 8.15 | 1 |
platelet_count_10e9_L
Real number (ℝ)
| Distinct | 145 |
|---|---|
| Distinct (%) | 66.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 264.53456 |
| Minimum | 110 |
|---|---|
| Maximum | 588 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 110 |
|---|---|
| 5-th percentile | 171.8 |
| Q1 | 219 |
| median | 251 |
| Q3 | 306 |
| 95-th percentile | 385.4 |
| Maximum | 588 |
| Range | 478 |
| Interquartile range (IQR) | 87 |
Descriptive statistics
| Standard deviation | 71.369474 |
|---|---|
| Coefficient of variation (CV) | 0.26979262 |
| Kurtosis | 2.7657312 |
| Mean | 264.53456 |
| Median Absolute Deviation (MAD) | 44 |
| Skewness | 1.1693336 |
| Sum | 57404 |
| Variance | 5093.6018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 207 | 4 | 1.8% |
| 234 | 4 | 1.8% |
| 230 | 4 | 1.8% |
| 264 | 4 | 1.8% |
| 245 | 4 | 1.8% |
| 164 | 3 | 1.4% |
| 205 | 3 | 1.4% |
| 237 | 3 | 1.4% |
| 235 | 3 | 1.4% |
| 219 | 3 | 1.4% |
| Other values (135) | 182 |
| Value | Count | Frequency (%) |
| 110 | 1 | 0.5% |
| 134 | 1 | 0.5% |
| 141 | 1 | 0.5% |
| 146 | 1 | 0.5% |
| 148 | 1 | 0.5% |
| 163 | 1 | 0.5% |
| 164 | 3 | |
| 165 | 1 | 0.5% |
| 171 | 1 | 0.5% |
| 172 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 588 | 1 | |
| 527 | 2 | |
| 477 | 1 | |
| 460 | 1 | |
| 447 | 1 | |
| 422 | 1 | |
| 403 | 1 | |
| 399 | 1 | |
| 390 | 1 | |
| 387 | 1 |
neutrophil_count_10e9_L
Real number (ℝ)
High correlation
| Distinct | 158 |
|---|---|
| Distinct (%) | 72.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5439539 |
| Minimum | 0.59 |
|---|---|
| Maximum | 9.66 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0.59 |
|---|---|
| 5-th percentile | 1.254 |
| Q1 | 1.77 |
| median | 2.38 |
| Q3 | 3.12 |
| 95-th percentile | 4.258 |
| Maximum | 9.66 |
| Range | 9.07 |
| Interquartile range (IQR) | 1.35 |
Descriptive statistics
| Standard deviation | 1.0653171 |
|---|---|
| Coefficient of variation (CV) | 0.41876429 |
| Kurtosis | 8.3370915 |
| Mean | 2.5439539 |
| Median Absolute Deviation (MAD) | 0.65 |
| Skewness | 1.7535956 |
| Sum | 552.038 |
| Variance | 1.1349004 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.13 | 4 | 1.8% |
| 2.72 | 3 | 1.4% |
| 2.51 | 3 | 1.4% |
| 2.27 | 3 | 1.4% |
| 1.63 | 3 | 1.4% |
| 2.14 | 3 | 1.4% |
| 2.49 | 3 | 1.4% |
| 1.62 | 3 | 1.4% |
| 1.31 | 3 | 1.4% |
| 1.84 | 2 | 0.9% |
| Other values (148) | 187 |
| Value | Count | Frequency (%) |
| 0.59 | 1 | |
| 0.75 | 1 | |
| 0.818 | 1 | |
| 0.97 | 2 | |
| 1.07 | 1 | |
| 1.08 | 1 | |
| 1.11 | 1 | |
| 1.15 | 1 | |
| 1.22 | 1 | |
| 1.23 | 1 |
| Value | Count | Frequency (%) |
| 9.66 | 1 | |
| 5.78 | 1 | |
| 5.18 | 1 | |
| 5.07 | 1 | |
| 4.62 | 1 | |
| 4.58 | 1 | |
| 4.56 | 1 | |
| 4.44 | 1 | |
| 4.35 | 2 | |
| 4.33 | 1 |
lymphocyte_count_10e9_L
Real number (ℝ)
High correlation
| Distinct | 142 |
|---|---|
| Distinct (%) | 65.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3241475 |
| Minimum | 0.91 |
|---|---|
| Maximum | 4.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0.91 |
|---|---|
| 5-th percentile | 1.322 |
| Q1 | 1.81 |
| median | 2.24 |
| Q3 | 2.76 |
| 95-th percentile | 3.572 |
| Maximum | 4.7 |
| Range | 3.79 |
| Interquartile range (IQR) | 0.95 |
Descriptive statistics
| Standard deviation | 0.71987096 |
|---|---|
| Coefficient of variation (CV) | 0.30973549 |
| Kurtosis | 0.65371633 |
| Mean | 2.3241475 |
| Median Absolute Deviation (MAD) | 0.46 |
| Skewness | 0.66184638 |
| Sum | 504.34 |
| Variance | 0.5182142 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.02 | 4 | 1.8% |
| 2.8 | 3 | 1.4% |
| 2.3 | 3 | 1.4% |
| 2.24 | 3 | 1.4% |
| 3.02 | 3 | 1.4% |
| 1.96 | 3 | 1.4% |
| 2.43 | 3 | 1.4% |
| 2.2 | 3 | 1.4% |
| 1.79 | 3 | 1.4% |
| 1.97 | 3 | 1.4% |
| Other values (132) | 186 |
| Value | Count | Frequency (%) |
| 0.91 | 1 | |
| 0.92 | 1 | |
| 0.93 | 1 | |
| 0.97 | 1 | |
| 1.03 | 1 | |
| 1.07 | 1 | |
| 1.15 | 1 | |
| 1.17 | 1 | |
| 1.25 | 1 | |
| 1.26 | 1 |
| Value | Count | Frequency (%) |
| 4.7 | 1 | |
| 4.68 | 1 | |
| 4.58 | 1 | |
| 4.18 | 1 | |
| 4.07 | 1 | |
| 3.95 | 1 | |
| 3.89 | 1 | |
| 3.8 | 2 | |
| 3.76 | 1 | |
| 3.62 | 1 |
monocyte_count_10e9_L
Real number (ℝ)
High correlation
| Distinct | 55 |
|---|---|
| Distinct (%) | 25.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.40686636 |
| Minimum | 0.14 |
|---|---|
| Maximum | 0.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0.14 |
|---|---|
| 5-th percentile | 0.208 |
| Q1 | 0.32 |
| median | 0.39 |
| Q3 | 0.48 |
| 95-th percentile | 0.632 |
| Maximum | 0.94 |
| Range | 0.8 |
| Interquartile range (IQR) | 0.16 |
Descriptive statistics
| Standard deviation | 0.1320611 |
|---|---|
| Coefficient of variation (CV) | 0.32458103 |
| Kurtosis | 1.267488 |
| Mean | 0.40686636 |
| Median Absolute Deviation (MAD) | 0.08 |
| Skewness | 0.72836662 |
| Sum | 88.29 |
| Variance | 0.017440135 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.38 | 12 | 5.5% |
| 0.37 | 12 | 5.5% |
| 0.35 | 10 | 4.6% |
| 0.36 | 8 | 3.7% |
| 0.43 | 8 | 3.7% |
| 0.34 | 8 | 3.7% |
| 0.39 | 6 | 2.8% |
| 0.48 | 6 | 2.8% |
| 0.31 | 6 | 2.8% |
| 0.44 | 6 | 2.8% |
| Other values (45) | 135 |
| Value | Count | Frequency (%) |
| 0.14 | 1 | 0.5% |
| 0.16 | 1 | 0.5% |
| 0.18 | 2 | 0.9% |
| 0.19 | 4 | |
| 0.2 | 3 | |
| 0.21 | 4 | |
| 0.22 | 1 | 0.5% |
| 0.23 | 2 | 0.9% |
| 0.24 | 3 | |
| 0.25 | 5 |
| Value | Count | Frequency (%) |
| 0.94 | 1 | |
| 0.91 | 1 | |
| 0.72 | 1 | |
| 0.71 | 2 | |
| 0.7 | 2 | |
| 0.67 | 1 | |
| 0.65 | 2 | |
| 0.64 | 1 | |
| 0.63 | 1 | |
| 0.62 | 2 |
eosinophil_count_10e9_L
Real number (ℝ)
Zeros
| Distinct | 47 |
|---|---|
| Distinct (%) | 21.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13414747 |
| Minimum | 0 |
|---|---|
| Maximum | 0.74 |
| Zeros | 5 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.02 |
| Q1 | 0.05 |
| median | 0.1 |
| Q3 | 0.18 |
| 95-th percentile | 0.38 |
| Maximum | 0.74 |
| Range | 0.74 |
| Interquartile range (IQR) | 0.13 |
Descriptive statistics
| Standard deviation | 0.133508 |
|---|---|
| Coefficient of variation (CV) | 0.9952331 |
| Kurtosis | 5.742391 |
| Mean | 0.13414747 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | 2.2085579 |
| Sum | 29.11 |
| Variance | 0.017824386 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.04 | 18 | 8.3% |
| 0.07 | 17 | 7.8% |
| 0.1 | 15 | 6.9% |
| 0.05 | 15 | 6.9% |
| 0.03 | 15 | 6.9% |
| 0.02 | 11 | 5.1% |
| 0.11 | 10 | 4.6% |
| 0.06 | 10 | 4.6% |
| 0.12 | 10 | 4.6% |
| 0.08 | 8 | 3.7% |
| Other values (37) | 88 |
| Value | Count | Frequency (%) |
| 0 | 5 | 2.3% |
| 0.01 | 3 | 1.4% |
| 0.02 | 11 | |
| 0.03 | 15 | |
| 0.04 | 18 | |
| 0.05 | 15 | |
| 0.06 | 10 | |
| 0.07 | 17 | |
| 0.08 | 8 | |
| 0.09 | 4 | 1.8% |
| Value | Count | Frequency (%) |
| 0.74 | 1 | |
| 0.7 | 1 | |
| 0.68 | 1 | |
| 0.65 | 1 | |
| 0.62 | 1 | |
| 0.58 | 1 | |
| 0.54 | 1 | |
| 0.48 | 1 | |
| 0.46 | 1 | |
| 0.39 | 1 |
basophil_count_10e9_L
Real number (ℝ)
Zeros
| Distinct | 14 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.031705069 |
| Minimum | 0 |
|---|---|
| Maximum | 0.19 |
| Zeros | 13 |
| Zeros (%) | 6.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.02 |
| median | 0.03 |
| Q3 | 0.04 |
| 95-th percentile | 0.07 |
| Maximum | 0.19 |
| Range | 0.19 |
| Interquartile range (IQR) | 0.02 |
Descriptive statistics
| Standard deviation | 0.02421634 |
|---|---|
| Coefficient of variation (CV) | 0.76380026 |
| Kurtosis | 11.4033 |
| Mean | 0.031705069 |
| Median Absolute Deviation (MAD) | 0.01 |
| Skewness | 2.550674 |
| Sum | 6.88 |
| Variance | 0.00058643113 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.02 | 58 | |
| 0.03 | 48 | |
| 0.04 | 29 | |
| 0.01 | 27 | |
| 0.05 | 18 | 8.3% |
| 0 | 13 | 6.0% |
| 0.06 | 10 | 4.6% |
| 0.07 | 7 | 3.2% |
| 0.12 | 2 | 0.9% |
| 0.11 | 1 | 0.5% |
| Other values (4) | 4 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 13 | 6.0% |
| 0.01 | 27 | |
| 0.02 | 58 | |
| 0.03 | 48 | |
| 0.04 | 29 | |
| 0.05 | 18 | 8.3% |
| 0.06 | 10 | 4.6% |
| 0.07 | 7 | 3.2% |
| 0.08 | 1 | 0.5% |
| 0.09 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0.19 | 1 | 0.5% |
| 0.15 | 1 | 0.5% |
| 0.12 | 2 | 0.9% |
| 0.11 | 1 | 0.5% |
| 0.09 | 1 | 0.5% |
| 0.08 | 1 | 0.5% |
| 0.07 | 7 | 3.2% |
| 0.06 | 10 | 4.6% |
| 0.05 | 18 | |
| 0.04 | 29 |
mcv_fL
Real number (ℝ)
| Distinct | 166 |
|---|---|
| Distinct (%) | 76.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.740553 |
| Minimum | 60.5 |
|---|---|
| Maximum | 121.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 60.5 |
|---|---|
| 5-th percentile | 77.26 |
| Q1 | 89.3 |
| median | 96.6 |
| Q3 | 106.4 |
| 95-th percentile | 112.82 |
| Maximum | 121.1 |
| Range | 60.6 |
| Interquartile range (IQR) | 17.1 |
Descriptive statistics
| Standard deviation | 11.520048 |
|---|---|
| Coefficient of variation (CV) | 0.11908189 |
| Kurtosis | -0.11213617 |
| Mean | 96.740553 |
| Median Absolute Deviation (MAD) | 8.7 |
| Skewness | -0.43326315 |
| Sum | 20992.7 |
| Variance | 132.7115 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 109.5 | 4 | 1.8% |
| 92.3 | 4 | 1.8% |
| 111.4 | 4 | 1.8% |
| 95.6 | 3 | 1.4% |
| 109.7 | 3 | 1.4% |
| 87.3 | 2 | 0.9% |
| 99.4 | 2 | 0.9% |
| 100.2 | 2 | 0.9% |
| 103 | 2 | 0.9% |
| 93 | 2 | 0.9% |
| Other values (156) | 189 |
| Value | Count | Frequency (%) |
| 60.5 | 1 | |
| 62.2 | 1 | |
| 67 | 1 | |
| 68.2 | 1 | |
| 69.5 | 1 | |
| 72.3 | 1 | |
| 73.9 | 1 | |
| 75.3 | 1 | |
| 76.1 | 1 | |
| 76.7 | 1 |
| Value | Count | Frequency (%) |
| 121.1 | 1 | |
| 117.1 | 1 | |
| 115.7 | 1 | |
| 114.7 | 1 | |
| 114 | 1 | |
| 113.7 | 1 | |
| 113.6 | 1 | |
| 113.4 | 1 | |
| 113 | 1 | |
| 112.9 | 2 |
rdw_percent
Real number (ℝ)
| Distinct | 58 |
|---|---|
| Distinct (%) | 26.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.628111 |
| Minimum | 11.9 |
|---|---|
| Maximum | 23.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 11.9 |
|---|---|
| 5-th percentile | 12.6 |
| Q1 | 13.5 |
| median | 14.3 |
| Q3 | 15.1 |
| 95-th percentile | 18.34 |
| Maximum | 23.9 |
| Range | 12 |
| Interquartile range (IQR) | 1.6 |
Descriptive statistics
| Standard deviation | 1.805263 |
|---|---|
| Coefficient of variation (CV) | 0.12341054 |
| Kurtosis | 5.6324967 |
| Mean | 14.628111 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 2.0358278 |
| Sum | 3174.3 |
| Variance | 3.2589747 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.8 | 12 | 5.5% |
| 14.3 | 11 | 5.1% |
| 13.3 | 10 | 4.6% |
| 14.1 | 10 | 4.6% |
| 14.2 | 9 | 4.1% |
| 15 | 8 | 3.7% |
| 13.4 | 8 | 3.7% |
| 13.9 | 8 | 3.7% |
| 15.2 | 8 | 3.7% |
| 14.7 | 7 | 3.2% |
| Other values (48) | 126 |
| Value | Count | Frequency (%) |
| 11.9 | 1 | 0.5% |
| 12.1 | 3 | |
| 12.2 | 1 | 0.5% |
| 12.4 | 1 | 0.5% |
| 12.5 | 3 | |
| 12.6 | 6 | |
| 12.7 | 1 | 0.5% |
| 12.8 | 2 | 0.9% |
| 12.9 | 4 | |
| 13 | 3 |
| Value | Count | Frequency (%) |
| 23.9 | 1 | |
| 21.9 | 1 | |
| 20.8 | 2 | |
| 20.5 | 1 | |
| 20 | 1 | |
| 19.8 | 2 | |
| 19.5 | 1 | |
| 18.9 | 1 | |
| 18.5 | 1 | |
| 18.3 | 2 |
alt_U_L
Real number (ℝ)
High correlation
| Distinct | 42 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.926267 |
| Minimum | 6 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 14 |
| median | 17 |
| Q3 | 24 |
| 95-th percentile | 41 |
| Maximum | 98 |
| Range | 92 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 13.499798 |
|---|---|
| Coefficient of variation (CV) | 0.64511255 |
| Kurtosis | 14.618813 |
| Mean | 20.926267 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 3.3227683 |
| Sum | 4541 |
| Variance | 182.24454 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 17 | 7.8% |
| 14 | 16 | 7.4% |
| 17 | 15 | 6.9% |
| 12 | 14 | 6.5% |
| 16 | 13 | 6.0% |
| 10 | 11 | 5.1% |
| 21 | 11 | 5.1% |
| 13 | 10 | 4.6% |
| 18 | 9 | 4.1% |
| 20 | 8 | 3.7% |
| Other values (32) | 93 |
| Value | Count | Frequency (%) |
| 6 | 2 | 0.9% |
| 7 | 1 | 0.5% |
| 8 | 2 | 0.9% |
| 9 | 4 | 1.8% |
| 10 | 11 | |
| 11 | 8 | |
| 12 | 14 | |
| 13 | 10 | |
| 14 | 16 | |
| 15 | 17 |
| Value | Count | Frequency (%) |
| 98 | 2 | |
| 97 | 1 | |
| 71 | 1 | |
| 70 | 1 | |
| 64 | 1 | |
| 50 | 1 | |
| 46 | 2 | |
| 43 | 1 | |
| 41 | 2 | |
| 40 | 2 |
ast_U_L
Real number (ℝ)
High correlation
| Distinct | 34 |
|---|---|
| Distinct (%) | 15.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.705069 |
| Minimum | 10 |
|---|---|
| Maximum | 97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 14.8 |
| Q1 | 18 |
| median | 21 |
| Q3 | 25 |
| 95-th percentile | 33.2 |
| Maximum | 97 |
| Range | 87 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 8.3258645 |
|---|---|
| Coefficient of variation (CV) | 0.36669629 |
| Kurtosis | 30.009058 |
| Mean | 22.705069 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 4.0488585 |
| Sum | 4927 |
| Variance | 69.32002 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22 | 19 | 8.8% |
| 20 | 18 | 8.3% |
| 21 | 18 | 8.3% |
| 17 | 17 | 7.8% |
| 23 | 14 | 6.5% |
| 19 | 13 | 6.0% |
| 15 | 13 | 6.0% |
| 18 | 13 | 6.0% |
| 25 | 11 | 5.1% |
| 24 | 11 | 5.1% |
| Other values (24) | 70 |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.5% |
| 12 | 3 | 1.4% |
| 13 | 1 | 0.5% |
| 14 | 6 | 2.8% |
| 15 | 13 | |
| 16 | 8 | |
| 17 | 17 | |
| 18 | 13 | |
| 19 | 13 | |
| 20 | 18 |
| Value | Count | Frequency (%) |
| 97 | 1 | |
| 55 | 1 | |
| 50 | 1 | |
| 48 | 1 | |
| 43 | 1 | |
| 41 | 1 | |
| 40 | 1 | |
| 39 | 1 | |
| 38 | 1 | |
| 35 | 1 |
albumin_g_dL
Categorical
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 216 |
| Missing (%) | 99.5% |
| Memory size | 13.6 KiB |
| 41.0 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 41.0 |
|---|
Common Values
| Value | Count | Frequency (%) |
| 41.0 | 1 | 0.5% |
| (Missing) | 216 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 41.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 1 | 1 | |
| . | 1 | |
| 0 | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3 | |
| Other Punctuation | 1 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 1 | 1 | |
| 0 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 1 | 1 | |
| . | 1 | |
| 0 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 1 | 1 | |
| . | 1 | |
| 0 | 1 |
creatinine_umol_L
Real number (ℝ)
High correlation
| Distinct | 59 |
|---|---|
| Distinct (%) | 27.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.866359 |
| Minimum | 31 |
|---|---|
| Maximum | 169 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 31 |
|---|---|
| 5-th percentile | 44 |
| Q1 | 54 |
| median | 62 |
| Q3 | 71 |
| 95-th percentile | 91 |
| Maximum | 169 |
| Range | 138 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 15.771975 |
|---|---|
| Coefficient of variation (CV) | 0.24695278 |
| Kurtosis | 8.6528075 |
| Mean | 63.866359 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 1.8734959 |
| Sum | 13859 |
| Variance | 248.75521 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 62 | 11 | 5.1% |
| 54 | 10 | 4.6% |
| 65 | 9 | 4.1% |
| 66 | 8 | 3.7% |
| 48 | 8 | 3.7% |
| 57 | 7 | 3.2% |
| 59 | 7 | 3.2% |
| 52 | 7 | 3.2% |
| 58 | 7 | 3.2% |
| 63 | 7 | 3.2% |
| Other values (49) | 136 |
| Value | Count | Frequency (%) |
| 31 | 1 | 0.5% |
| 39 | 1 | 0.5% |
| 41 | 1 | 0.5% |
| 42 | 2 | 0.9% |
| 43 | 3 | 1.4% |
| 44 | 4 | |
| 45 | 5 | |
| 46 | 2 | 0.9% |
| 47 | 3 | 1.4% |
| 48 | 8 |
| Value | Count | Frequency (%) |
| 169 | 1 | |
| 114 | 1 | |
| 110 | 1 | |
| 99 | 2 | |
| 98 | 1 | |
| 96 | 1 | |
| 95 | 1 | |
| 94 | 1 | |
| 92 | 1 | |
| 91 | 2 |
creatinine_clearance_mL_min
Real number (ℝ)
High correlation
| Distinct | 113 |
|---|---|
| Distinct (%) | 52.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 129.04147 |
| Minimum | 40 |
|---|---|
| Maximum | 243 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 77.8 |
| Q1 | 100 |
| median | 126 |
| Q3 | 153 |
| 95-th percentile | 192 |
| Maximum | 243 |
| Range | 203 |
| Interquartile range (IQR) | 53 |
Descriptive statistics
| Standard deviation | 37.493371 |
|---|---|
| Coefficient of variation (CV) | 0.29055287 |
| Kurtosis | -0.35583415 |
| Mean | 129.04147 |
| Median Absolute Deviation (MAD) | 26 |
| Skewness | 0.36660724 |
| Sum | 28002 |
| Variance | 1405.7529 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 130 | 7 | 3.2% |
| 120 | 5 | 2.3% |
| 93 | 5 | 2.3% |
| 127 | 5 | 2.3% |
| 100 | 5 | 2.3% |
| 94 | 5 | 2.3% |
| 90 | 5 | 2.3% |
| 86 | 4 | 1.8% |
| 119 | 4 | 1.8% |
| 135 | 4 | 1.8% |
| Other values (103) | 168 |
| Value | Count | Frequency (%) |
| 40 | 1 | |
| 59 | 1 | |
| 60 | 1 | |
| 64 | 2 | |
| 65 | 2 | |
| 66 | 1 | |
| 68 | 1 | |
| 71 | 1 | |
| 77 | 1 | |
| 78 | 1 |
| Value | Count | Frequency (%) |
| 243 | 1 | |
| 225 | 1 | |
| 217 | 1 | |
| 209 | 1 | |
| 205 | 1 | |
| 203 | 1 | |
| 199 | 2 | |
| 198 | 1 | |
| 197 | 1 | |
| 196 | 1 |
total_cholesterol_mmol_L
Real number (ℝ)
High correlation
| Distinct | 155 |
|---|---|
| Distinct (%) | 71.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9320276 |
| Minimum | 2.82 |
|---|---|
| Maximum | 8.18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 2.82 |
|---|---|
| 5-th percentile | 3.43 |
| Q1 | 4.28 |
| median | 4.74 |
| Q3 | 5.53 |
| 95-th percentile | 6.698 |
| Maximum | 8.18 |
| Range | 5.36 |
| Interquartile range (IQR) | 1.25 |
Descriptive statistics
| Standard deviation | 0.962825 |
|---|---|
| Coefficient of variation (CV) | 0.1952189 |
| Kurtosis | -0.033836679 |
| Mean | 4.9320276 |
| Median Absolute Deviation (MAD) | 0.61 |
| Skewness | 0.41501086 |
| Sum | 1070.25 |
| Variance | 0.92703198 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.58 | 4 | 1.8% |
| 3.74 | 3 | 1.4% |
| 4.79 | 3 | 1.4% |
| 4.07 | 3 | 1.4% |
| 4.96 | 3 | 1.4% |
| 6.04 | 3 | 1.4% |
| 4.38 | 3 | 1.4% |
| 4.18 | 3 | 1.4% |
| 3.69 | 3 | 1.4% |
| 5.32 | 3 | 1.4% |
| Other values (145) | 186 |
| Value | Count | Frequency (%) |
| 2.82 | 1 | 0.5% |
| 2.85 | 1 | 0.5% |
| 2.89 | 1 | 0.5% |
| 3.08 | 1 | 0.5% |
| 3.19 | 1 | 0.5% |
| 3.34 | 1 | 0.5% |
| 3.39 | 2 | |
| 3.4 | 1 | 0.5% |
| 3.43 | 3 | |
| 3.57 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 8.18 | 1 | |
| 7.34 | 1 | |
| 7.09 | 2 | |
| 6.97 | 1 | |
| 6.82 | 1 | |
| 6.81 | 1 | |
| 6.79 | 1 | |
| 6.78 | 1 | |
| 6.73 | 2 | |
| 6.69 | 1 |
hdl_cholesterol_mmol_L_consolidated
Real number (ℝ)
| Distinct | 108 |
|---|---|
| Distinct (%) | 49.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4440553 |
| Minimum | 0.74 |
|---|---|
| Maximum | 4.18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0.74 |
|---|---|
| 5-th percentile | 0.938 |
| Q1 | 1.22 |
| median | 1.41 |
| Q3 | 1.61 |
| 95-th percentile | 2.072 |
| Maximum | 4.18 |
| Range | 3.44 |
| Interquartile range (IQR) | 0.39 |
Descriptive statistics
| Standard deviation | 0.39027905 |
|---|---|
| Coefficient of variation (CV) | 0.270266 |
| Kurtosis | 10.553597 |
| Mean | 1.4440553 |
| Median Absolute Deviation (MAD) | 0.19 |
| Skewness | 1.9892542 |
| Sum | 313.36 |
| Variance | 0.15231774 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.27 | 7 | 3.2% |
| 1.24 | 6 | 2.8% |
| 1.46 | 6 | 2.8% |
| 1.19 | 5 | 2.3% |
| 1.26 | 5 | 2.3% |
| 1.55 | 5 | 2.3% |
| 1.25 | 5 | 2.3% |
| 1.52 | 5 | 2.3% |
| 1.64 | 4 | 1.8% |
| 1.45 | 4 | 1.8% |
| Other values (98) | 165 |
| Value | Count | Frequency (%) |
| 0.74 | 1 | |
| 0.75 | 1 | |
| 0.81 | 1 | |
| 0.83 | 1 | |
| 0.85 | 1 | |
| 0.88 | 1 | |
| 0.89 | 1 | |
| 0.91 | 1 | |
| 0.92 | 2 | |
| 0.93 | 1 |
| Value | Count | Frequency (%) |
| 4.18 | 1 | |
| 2.66 | 1 | |
| 2.42 | 1 | |
| 2.39 | 1 | |
| 2.3 | 1 | |
| 2.28 | 1 | |
| 2.23 | 1 | |
| 2.18 | 1 | |
| 2.16 | 1 | |
| 2.09 | 1 |
ldl_cholesterol_mmol_L_consolidated
Real number (ℝ)
High correlation
| Distinct | 150 |
|---|---|
| Distinct (%) | 69.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1781567 |
| Minimum | 1.32 |
|---|---|
| Maximum | 5.57 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 1.32 |
|---|---|
| 5-th percentile | 1.806 |
| Q1 | 2.62 |
| median | 3.15 |
| Q3 | 3.74 |
| 95-th percentile | 4.744 |
| Maximum | 5.57 |
| Range | 4.25 |
| Interquartile range (IQR) | 1.12 |
Descriptive statistics
| Standard deviation | 0.86492577 |
|---|---|
| Coefficient of variation (CV) | 0.27214699 |
| Kurtosis | -0.2915476 |
| Mean | 3.1781567 |
| Median Absolute Deviation (MAD) | 0.55 |
| Skewness | 0.25608402 |
| Sum | 689.66 |
| Variance | 0.74809659 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.66 | 4 | 1.8% |
| 3.32 | 4 | 1.8% |
| 2.9 | 3 | 1.4% |
| 3.67 | 3 | 1.4% |
| 2.75 | 3 | 1.4% |
| 3.69 | 3 | 1.4% |
| 2.68 | 3 | 1.4% |
| 3.34 | 3 | 1.4% |
| 3.92 | 3 | 1.4% |
| 2.51 | 3 | 1.4% |
| Other values (140) | 185 |
| Value | Count | Frequency (%) |
| 1.32 | 1 | |
| 1.38 | 1 | |
| 1.51 | 2 | |
| 1.53 | 1 | |
| 1.62 | 1 | |
| 1.63 | 1 | |
| 1.66 | 1 | |
| 1.68 | 1 | |
| 1.73 | 1 | |
| 1.75 | 1 |
| Value | Count | Frequency (%) |
| 5.57 | 1 | |
| 5.23 | 1 | |
| 5.22 | 1 | |
| 5.07 | 1 | |
| 5.03 | 1 | |
| 5.02 | 1 | |
| 4.87 | 1 | |
| 4.84 | 1 | |
| 4.81 | 1 | |
| 4.8 | 2 |
Interactions
Correlations
| Age (at enrolment) | Sex | alt_U_L | ast_U_L | basophil_count_10e9_L | cd4_count_cells_uL | creatinine_clearance_mL_min | creatinine_umol_L | eosinophil_count_10e9_L | hdl_cholesterol_mmol_L_consolidated | hemoglobin_g_dL | hiv_vl_copies_mL | ldl_cholesterol_mmol_L_consolidated | lymphocyte_count_10e9_L | mcv_fL | monocyte_count_10e9_L | neutrophil_count_10e9_L | platelet_count_10e9_L | rdw_percent | total_cholesterol_mmol_L | wbc_count_10e9_L | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age (at enrolment) | 1.000 | 0.142 | -0.026 | -0.011 | 0.025 | 0.025 | -0.297 | 0.212 | -0.059 | 0.159 | 0.051 | 0.161 | 0.114 | -0.018 | 0.095 | 0.064 | -0.095 | -0.055 | -0.099 | 0.198 | -0.047 |
| Sex | 0.142 | 1.000 | 0.000 | 0.236 | 0.093 | 0.227 | 0.309 | 0.589 | 0.192 | 0.137 | 0.595 | 0.000 | 0.000 | 0.148 | 0.189 | 0.093 | 0.188 | 0.346 | 0.136 | 0.012 | 0.261 |
| alt_U_L | -0.026 | 0.000 | 1.000 | 0.737 | -0.081 | 0.122 | -0.033 | 0.167 | -0.109 | 0.011 | 0.316 | 0.000 | -0.033 | 0.044 | -0.094 | 0.091 | -0.024 | -0.047 | -0.166 | -0.027 | 0.025 |
| ast_U_L | -0.011 | 0.236 | 0.737 | 1.000 | -0.073 | 0.086 | -0.236 | 0.186 | -0.072 | 0.130 | 0.169 | 0.000 | -0.080 | -0.098 | -0.146 | -0.003 | -0.076 | -0.060 | -0.078 | -0.065 | -0.104 |
| basophil_count_10e9_L | 0.025 | 0.093 | -0.081 | -0.073 | 1.000 | 0.191 | -0.130 | 0.142 | 0.242 | 0.028 | -0.025 | 0.000 | -0.012 | 0.243 | -0.053 | 0.174 | 0.151 | 0.068 | 0.082 | 0.002 | 0.254 |
| cd4_count_cells_uL | 0.025 | 0.227 | 0.122 | 0.086 | 0.191 | 1.000 | -0.002 | -0.038 | 0.093 | -0.006 | -0.040 | 0.000 | -0.024 | 0.680 | -0.065 | 0.395 | 0.389 | 0.251 | 0.054 | -0.014 | 0.617 |
| creatinine_clearance_mL_min | -0.297 | 0.309 | -0.033 | -0.236 | -0.130 | -0.002 | 1.000 | -0.676 | -0.016 | -0.181 | -0.171 | 0.000 | -0.037 | 0.039 | -0.146 | 0.051 | 0.127 | 0.252 | 0.113 | -0.077 | 0.132 |
| creatinine_umol_L | 0.212 | 0.589 | 0.167 | 0.186 | 0.142 | -0.038 | -0.676 | 1.000 | 0.113 | 0.006 | 0.449 | 0.000 | 0.068 | -0.022 | 0.031 | 0.014 | -0.136 | -0.278 | -0.191 | 0.098 | -0.105 |
| eosinophil_count_10e9_L | -0.059 | 0.192 | -0.109 | -0.072 | 0.242 | 0.093 | -0.016 | 0.113 | 1.000 | -0.065 | 0.088 | 0.096 | -0.061 | 0.150 | -0.044 | 0.117 | 0.066 | 0.043 | -0.056 | -0.075 | 0.177 |
| hdl_cholesterol_mmol_L_consolidated | 0.159 | 0.137 | 0.011 | 0.130 | 0.028 | -0.006 | -0.181 | 0.006 | -0.065 | 1.000 | -0.064 | 0.048 | 0.022 | -0.128 | 0.041 | -0.042 | -0.028 | -0.065 | 0.056 | 0.174 | -0.104 |
| hemoglobin_g_dL | 0.051 | 0.595 | 0.316 | 0.169 | -0.025 | -0.040 | -0.171 | 0.449 | 0.088 | -0.064 | 1.000 | 0.117 | 0.138 | 0.019 | 0.196 | -0.090 | -0.014 | -0.340 | -0.483 | 0.150 | 0.018 |
| hiv_vl_copies_mL | 0.161 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.096 | 0.048 | 0.117 | 1.000 | 0.000 | 0.000 | 0.000 | 0.128 | 0.011 | 0.293 | 0.000 | 0.000 | 0.055 |
| ldl_cholesterol_mmol_L_consolidated | 0.114 | 0.000 | -0.033 | -0.080 | -0.012 | -0.024 | -0.037 | 0.068 | -0.061 | 0.022 | 0.138 | 0.000 | 1.000 | 0.018 | 0.056 | 0.025 | 0.028 | 0.120 | -0.126 | 0.937 | 0.033 |
| lymphocyte_count_10e9_L | -0.018 | 0.148 | 0.044 | -0.098 | 0.243 | 0.680 | 0.039 | -0.022 | 0.150 | -0.128 | 0.019 | 0.000 | 0.018 | 1.000 | 0.010 | 0.409 | 0.307 | 0.251 | 0.027 | 0.021 | 0.724 |
| mcv_fL | 0.095 | 0.189 | -0.094 | -0.146 | -0.053 | -0.065 | -0.146 | 0.031 | -0.044 | 0.041 | 0.196 | 0.000 | 0.056 | 0.010 | 1.000 | 0.056 | 0.014 | -0.106 | -0.142 | 0.071 | 0.008 |
| monocyte_count_10e9_L | 0.064 | 0.093 | 0.091 | -0.003 | 0.174 | 0.395 | 0.051 | 0.014 | 0.117 | -0.042 | -0.090 | 0.128 | 0.025 | 0.409 | 0.056 | 1.000 | 0.435 | 0.345 | 0.097 | 0.023 | 0.598 |
| neutrophil_count_10e9_L | -0.095 | 0.188 | -0.024 | -0.076 | 0.151 | 0.389 | 0.127 | -0.136 | 0.066 | -0.028 | -0.014 | 0.011 | 0.028 | 0.307 | 0.014 | 0.435 | 1.000 | 0.308 | 0.003 | 0.013 | 0.817 |
| platelet_count_10e9_L | -0.055 | 0.346 | -0.047 | -0.060 | 0.068 | 0.251 | 0.252 | -0.278 | 0.043 | -0.065 | -0.340 | 0.293 | 0.120 | 0.251 | -0.106 | 0.345 | 0.308 | 1.000 | 0.128 | 0.119 | 0.369 |
| rdw_percent | -0.099 | 0.136 | -0.166 | -0.078 | 0.082 | 0.054 | 0.113 | -0.191 | -0.056 | 0.056 | -0.483 | 0.000 | -0.126 | 0.027 | -0.142 | 0.097 | 0.003 | 0.128 | 1.000 | -0.103 | -0.012 |
| total_cholesterol_mmol_L | 0.198 | 0.012 | -0.027 | -0.065 | 0.002 | -0.014 | -0.077 | 0.098 | -0.075 | 0.174 | 0.150 | 0.000 | 0.937 | 0.021 | 0.071 | 0.023 | 0.013 | 0.119 | -0.103 | 1.000 | 0.018 |
| wbc_count_10e9_L | -0.047 | 0.261 | 0.025 | -0.104 | 0.254 | 0.617 | 0.132 | -0.105 | 0.177 | -0.104 | 0.018 | 0.055 | 0.033 | 0.724 | 0.008 | 0.598 | 0.817 | 0.369 | -0.012 | 0.018 | 1.000 |
Missing values
Sample
| Age (at enrolment) | Sex | BMI (kg/m²) | study_week | cd4_count_cells_uL | hiv_vl_copies_mL | art_status | hemoglobin_g_dL | wbc_count_10e9_L | platelet_count_10e9_L | neutrophil_count_10e9_L | lymphocyte_count_10e9_L | monocyte_count_10e9_L | eosinophil_count_10e9_L | basophil_count_10e9_L | mcv_fL | rdw_percent | alt_U_L | ast_U_L | albumin_g_dL | creatinine_umol_L | creatinine_clearance_mL_min | total_cholesterol_mmol_L | hdl_cholesterol_mmol_L_consolidated | ldl_cholesterol_mmol_L_consolidated | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 30.0 | Female | NaN | NaN | 1020.0 | 0.0 | Positive | 10.9 | 5.21 | 390.0 | 1.84 | 2.81 | 0.47 | 0.07 | 0.03 | 83.6 | 18.1 | 16.0 | 25.0 | NaN | 49.0 | 145.0 | 6.79 | 2.30 | 4.35 |
| 1 | 53.0 | Female | NaN | NaN | 446.0 | 0.0 | Positive | 13.5 | 3.68 | 234.0 | 1.37 | 1.79 | 0.38 | 0.11 | 0.02 | 112.8 | 16.1 | 8.0 | 15.0 | NaN | 74.0 | 65.0 | 4.93 | 1.49 | 3.10 |
| 2 | 36.0 | Female | NaN | NaN | 1054.0 | 40.0 | Positive | 13.3 | 7.71 | 344.0 | 2.33 | 4.70 | 0.56 | 0.11 | 0.02 | 81.5 | 13.2 | 17.0 | 17.0 | NaN | 59.0 | 199.0 | 5.19 | 1.25 | 3.19 |
| 3 | 47.0 | Female | NaN | NaN | 989.0 | 0.0 | Positive | 10.8 | 6.35 | 257.0 | 3.42 | 2.34 | 0.52 | 0.04 | 0.03 | 107.2 | 15.5 | 11.0 | 12.0 | NaN | 53.0 | 181.0 | 6.69 | 1.52 | 4.80 |
| 4 | 34.0 | Male | NaN | NaN | 160.0 | 40.0 | Positive | 11.2 | 4.17 | 343.0 | 2.21 | 1.33 | 0.44 | 0.18 | 0.02 | 102.0 | 15.0 | 41.0 | 32.0 | NaN | 66.0 | 145.0 | 3.19 | 1.18 | 1.51 |
| 5 | 40.0 | Female | NaN | NaN | 989.0 | 40.0 | Positive | 15.1 | 7.09 | 319.0 | 2.27 | 4.18 | 0.35 | 0.28 | 0.00 | 101.2 | 14.1 | 14.0 | 17.0 | NaN | 52.0 | 177.0 | 5.58 | 1.06 | 3.66 |
| 6 | 35.0 | Male | NaN | NaN | 453.0 | 0.0 | Positive | 17.4 | 4.66 | 229.0 | 2.29 | 1.48 | 0.49 | 0.37 | 0.03 | 94.9 | 13.7 | 30.0 | 24.0 | NaN | 98.0 | 113.0 | 5.52 | 1.67 | 3.70 |
| 7 | 30.0 | Male | NaN | NaN | 288.0 | 0.0 | Positive | 17.7 | 4.12 | 240.0 | 2.14 | 1.43 | 0.44 | 0.10 | 0.01 | 87.5 | 13.8 | 64.0 | 43.0 | NaN | 81.0 | 84.0 | 4.56 | 1.27 | 3.12 |
| 8 | 44.0 | Female | NaN | NaN | 907.0 | 0.0 | Positive | 12.3 | 4.77 | 230.0 | 1.49 | 2.74 | 0.46 | 0.05 | 0.02 | 92.9 | 15.0 | 25.0 | 31.0 | NaN | 74.0 | 119.0 | 4.12 | 1.23 | 2.25 |
| 9 | 36.0 | Male | NaN | NaN | 509.0 | 40.0 | Positive | 15.5 | 4.72 | 186.0 | 2.85 | 1.63 | 0.19 | 0.03 | 0.02 | 97.1 | 12.9 | 28.0 | 26.0 | NaN | 59.0 | 154.0 | 4.26 | 1.77 | 2.21 |
| Age (at enrolment) | Sex | BMI (kg/m²) | study_week | cd4_count_cells_uL | hiv_vl_copies_mL | art_status | hemoglobin_g_dL | wbc_count_10e9_L | platelet_count_10e9_L | neutrophil_count_10e9_L | lymphocyte_count_10e9_L | monocyte_count_10e9_L | eosinophil_count_10e9_L | basophil_count_10e9_L | mcv_fL | rdw_percent | alt_U_L | ast_U_L | albumin_g_dL | creatinine_umol_L | creatinine_clearance_mL_min | total_cholesterol_mmol_L | hdl_cholesterol_mmol_L_consolidated | ldl_cholesterol_mmol_L_consolidated | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 207 | 46.0 | Male | NaN | NaN | 190.0 | 40.0 | Positive | 14.3 | 4.36 | 225.0 | 1.31 | 2.76 | 0.24 | 0.02 | 0.03 | 86.3 | 15.3 | 40.0 | 30.0 | NaN | 62.0 | 106.0 | 4.62 | 1.04 | 2.94 |
| 208 | 33.0 | Male | NaN | NaN | 596.0 | 0.0 | Positive | 15.5 | 4.45 | 237.0 | 2.50 | 1.64 | 0.27 | 0.02 | 0.02 | 84.6 | 15.2 | 97.0 | 50.0 | NaN | 89.0 | 131.0 | 6.04 | 1.58 | 4.51 |
| 209 | 43.0 | Female | NaN | NaN | 541.0 | 40.0 | Positive | 12.8 | 4.58 | 403.0 | 2.13 | 2.02 | 0.39 | 0.04 | 0.00 | 113.6 | 15.2 | 27.0 | 20.0 | NaN | 45.0 | 177.0 | 6.24 | 1.60 | 4.55 |
| 210 | 42.0 | Male | NaN | NaN | 530.0 | 0.0 | Positive | 17.6 | 6.31 | 245.0 | 3.70 | 2.21 | 0.34 | 0.02 | 0.04 | 111.4 | 14.3 | 39.0 | 22.0 | NaN | 81.0 | 119.0 | 6.73 | 1.27 | 5.07 |
| 211 | 39.0 | Female | NaN | NaN | 390.0 | 0.0 | Positive | 11.6 | 4.29 | 254.0 | 2.27 | 1.57 | 0.40 | 0.02 | 0.03 | 102.9 | 20.0 | 14.0 | 14.0 | NaN | 44.0 | 172.0 | 4.46 | 1.76 | 2.85 |
| 212 | 39.0 | Male | NaN | NaN | 415.0 | 0.0 | Positive | 14.0 | 4.42 | 192.0 | 2.36 | 1.74 | 0.26 | 0.04 | 0.03 | 84.8 | 14.2 | 18.0 | 25.0 | NaN | 62.0 | 109.0 | 4.71 | 1.71 | 3.18 |
| 213 | 57.0 | Female | NaN | NaN | 786.0 | 63.0 | Positive | 11.3 | 8.15 | 447.0 | 3.63 | 3.53 | 0.63 | 0.35 | 0.01 | 89.2 | 13.8 | 16.0 | 17.0 | NaN | 71.0 | 120.0 | 6.03 | 1.41 | 4.70 |
| 214 | 61.0 | Male | NaN | NaN | 672.0 | 0.0 | Positive | 16.3 | 6.04 | 320.0 | 2.27 | 2.93 | 0.36 | 0.30 | 0.19 | 110.0 | 15.4 | 13.0 | 21.0 | NaN | 60.0 | 97.0 | 4.33 | 1.52 | 2.64 |
| 215 | 37.0 | Female | NaN | NaN | 520.0 | 0.0 | Positive | 12.0 | 4.22 | 248.0 | 2.13 | 1.59 | 0.38 | 0.10 | 0.03 | 101.0 | 13.8 | 16.0 | 22.0 | NaN | 48.0 | 127.0 | 5.84 | 1.43 | 4.39 |
| 216 | 39.0 | Female | NaN | NaN | 888.0 | 40.0 | Positive | 12.9 | 4.22 | 210.0 | 1.55 | 2.20 | 0.35 | 0.06 | 0.05 | 90.0 | 13.9 | 46.0 | 32.0 | NaN | 66.0 | 90.0 | 6.25 | 2.66 | 3.60 |